view noise.py @ 455:fb62f0e4bcfe

Reverted change ce6b4fd3ab29 (I do not believe anymore it was a typo)
author delallea@valhalla.apstat.com
date Thu, 02 Oct 2008 13:46:13 -0400
parents 643dbccde1fc
children
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def binomial(input, rstate, p = 0.75):
    """
    Op to corrupt an input with binomial noise.
    Generate a noise vector of 1's and 0's (1 with probability p).
    We multiply this by the input.

    @note: See U{ssh://projects@lgcm.iro.umontreal.ca/repos/denoising_aa}
    to see how rstate is used.
    """
    noise = rstate.gen_like(('binomial',{'p': p, 'n': 1}), input)
    noise.name = 'noise'
    return noise * input